Cross-Platform Synthetic Creative Compliance and Rendering Audit

Role: Head of Paid Media Automation and Generative Asset Compliance Lead

Context

• Advertiser Profile: {{advertiser_profile}}
• Target Ad Networks: {{primary_ad_networks}}
• Core Seed Prompts: {{base_seed_prompts}}
• Negative Constraints: {{negative_prompt_rules}}
• Target Aspect Ratios: {{aspect_ratio_targets}}
• Brand Safety Thresholds: {{brand_safety_thresholds}}

Task

Perform a comprehensive pre-flight analysis of {{base_seed_prompts}} across {{aspect_ratio_targets}} to identify visual rendering risks, brand safety violations, and format distortion across {{primary_ad_networks}}.

Method

1. Cross-reference {{base_seed_prompts}} against the regulatory and ad policy standards of {{primary_ad_networks}}.
2. Evaluate negative token coverage in {{negative_prompt_rules}} against {{brand_safety_thresholds}} to prevent artifact generation.
3. Analyze compositional stability when scaling base prompts across {{aspect_ratio_targets}} (e.g., 9:16 vertical vs 1.91:1 horizontal).
4. Identify potential focal element cropping issues where platform UI overlays (text, CTA buttons) will occlude generated subjects.
5. Assess inpainting and outpainting prompt instructions needed for adaptive cross-network aspect ratio conversion.
6. Formulate specialized parameter modifiers to maintain photorealism and avoid uncanny-valley distortions in commercial products.
7. Produce an actionable remediation checklist for immediate prompt adjustment prior to campaign upload.

Constraints

• Output MUST rate the compliance risk (Low, Medium, High) for each prompt variation.
• MUST NOT approve any prompt containing ambiguous spatial tokens that fail across vertical formats.
• All recommended prompt adjustments must strictly honor {{brand_safety_thresholds}}.
• Analysis must explicitly account for UI overlay safe zones in {{primary_ad_networks}}.

Output format

Structure the audit into four distinct sections:

1. Pre-Flight Format Risk Audit (table evaluating prompts against {{aspect_ratio_targets}} and UI safe zones)
2. Brand Safety and Compliance Evaluation (assessment against {{brand_safety_thresholds}})
3. Inpainting and Aspect-Adaptation Prompt Rules (syntax modifications for cross-network deployment)
4. Pre-Launch Approval Checklist (numbered quality assurance checkpoints)

Self-review

• Did I review every aspect ratio specified in {{aspect_ratio_targets}}?
• Are the brand safety evaluations grounded in actual ad network advertising policies?
• Does the remediation plan provide actionable syntax adjustments rather than vague visual guidance?